Michael Rovatsos — accepted AI-conference papers

2025

LexTime: A Benchmark for Temporal Ordering of Legal Events

Claire Barale, Leslie Barrett, Vikram Sunil Bajaj, Michael Rovatsos

EMNLP 2025

Understanding temporal relationships and accurately reconstructing the event timeline is important for case law analysis, compliance monitoring, and legal summarization. However, existing benchmarks lack specialized language evaluation, leaving a gap in understanding how LLMs handle event ordering i

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2023

Automated Refugee Case Analysis: An NLP Pipeline for Supporting Legal Practitioners

Claire Barale, Michael Rovatsos, Nehal Bhuta

ACL 2023findings

In this paper, we introduce an end-to-end pipeline for retrieving, processing, and extracting targeted information from legal cases. We investigate an under-studied legal domain with a case study on refugee law Canada. Searching case law for past similar cases is a key part of legal work for both la…

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